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Clearing Opacity Through Machine Learning, W. Nicholson Price Ii, Arti K. Rai
Clearing Opacity Through Machine Learning, W. Nicholson Price Ii, Arti K. Rai
Articles
Artificial intelligence and machine learning represent powerful tools in many fields, ranging from criminal justice to human biology to climate change. Part of the power of these tools arises from their ability to make predictions and glean useful information about complex real-world systems without the need to understand the workings of those systems.
Big Data, Patents, And The Future Of Medicine, W. Nicholson Price Ii
Big Data, Patents, And The Future Of Medicine, W. Nicholson Price Ii
Articles
Big data has tremendous potential to improve health care. Unfortunately, intellectual property law isn’t ready to support that leap. In the next wave of data- driven medicine, black-box medicine, researchers use sophisticated algorithms to examine huge troves of health data, finding complex, implicit relationships and making individualized assessments for patients. Black-box medicine offers potentially immense benefits, but also requires substantial high investment. Firms must develop new datasets, models, and validations, which are all nonrivalrous information goods with significant spillovers, requiring incentives for welfare-optimizing investment. Current intellectual property law fails to provide adequate incentives for black- box medicine. The Supreme Court …